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Factors in Finetuning Deep Model for object detection

20 January 2016

Wanli Ouyang

Papers citing "Factors in Finetuning Deep Model for object detection"

37 / 87 papers shown

Title
Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding Judith Gaspers Q. Do Fabian Triefenbach 38 5 0 06 Aug 2020
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax Yu Li Tao Wang Bingyi Kang Sheng Tang Chunfeng Wang Jintao Li Jiashi Feng 164 267 0 18 Jun 2020
Intra-Processing Methods for Debiasing Neural Networks Yash Savani Colin White G. NaveenSundar 61 44 0 15 Jun 2020
Delving into the Imbalance of Positive Proposals in Two-stage Object Detection Zheng Ge Zequn Jie Xin Huang Chengzhen Li Osamu Yoshie ObjD 19 0 0 23 May 2020
Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels Junran Peng Xingyuan Bu Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan VLM ObjD 80 60 0 18 May 2020
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer Xiaoxu Li Dongliang Chang Zhanyu Ma Zheng-Hua Tan Jing-Hao Xue Jie Cao Jingyi Yu Jun Guo 99 32 0 20 Apr 2020
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets Angelina Wang Alexander Liu Ryan Zhang Anat Kleiman Leslie Kim Dora Zhao Iroha Shirai Arvind Narayanan Olga Russakovsky 82 190 0 16 Apr 2020
Exploring Long Tail Visual Relationship Recognition with Large Vocabulary Sherif Abdelkarim Aniket Agarwal Panos Achlioptas Jun Chen Jiaji Huang Boyang Albert Li Kenneth Church Mohamed Elhoseiny VLM 124 18 0 25 Mar 2020
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation Yu Liu Guanglu Song Yuhang Zang Yan Gao Enze Xie Junjie Yan Chen Change Loy Xiaogang Wang 60 20 0 17 Mar 2020
Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification Liuyu Xiang Guiguang Ding Jungong Han 103 286 0 06 Jan 2020
Identifying and Compensating for Feature Deviation in Imbalanced Deep Learning Han-Jia Ye Hong-You Chen De-Chuan Zhan Wei-Lun Chao 136 102 0 06 Jan 2020
AutoScale: Learning to Scale for Crowd Counting and Localization Chenfeng Xu Dingkang Liang Yongchao Xu S. Bai Wei Zhan X. Bai Masayoshi Tomizuka 104 107 0 20 Dec 2019
To Balance or Not to Balance: A Simple-yet-Effective Approach for Learning with Long-Tailed Distributions Junjie Zhang Lingqiao Liu Peng Wang Chunhua Shen 61 25 0 10 Dec 2019
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 309 804 0 05 Dec 2019
Team PFDet's Methods for Open Images Challenge 2019 Yusuke Niitani Toru Ogawa Shuji Suzuki Takuya Akiba Tommi Kerola Kohei Ozaki Shotaro Sano 22 3 0 25 Oct 2019
Generating Positive Bounding Boxes for Balanced Training of Object Detectors Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan ObjD 64 24 0 21 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 139 469 0 31 Aug 2019
Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition Xiangyang Li Luis Herranz Shuqiang Jiang 201 2 0 11 Jul 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 155 1,164 0 10 Apr 2019
Class-Balanced Loss Based on Effective Number of Samples Huayu Chen Menglin Jia Nayeon Lee Yang Song Serge J. Belongie 202 2,294 0 16 Jan 2019
Explicit Bias Discovery in Visual Question Answering Models Varun Manjunatha Nirat Saini L. Davis CML FAtt 67 93 0 19 Nov 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 151 124 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 201 2,464 0 06 Sep 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 89 72 0 14 Aug 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 157 4,025 0 15 Jul 2018
Large-scale Bisample Learning on ID Versus Spot Face Recognition Xiangyu Zhu Hao Liu Zhen Lei Hailin Shi Fan Yang Dong Yi Guojun Qi Stan Z. Li CVBM 140 47 0 08 Jun 2018
Learning More Universal Representations for Transfer-Learning Y. Tamaazousti Hervé Le Borgne C´eline Hudelot M. Seddik M. Tamaazousti OOD SSL 72 58 0 27 Dec 2017
Rank of Experts: Detection Network Ensemble Seung-Hwan Bae Youngwan Lee Y. Jo Yuseok Bae Joong-won Hwang ObjD 49 5 0 01 Dec 2017
On Pre-Trained Image Features and Synthetic Images for Deep Learning Stefan Hinterstoißer Vincent Lepetit Paul Wohlhart K. Konolige VLM ObjD 54 231 0 29 Oct 2017
Scene Parsing with Global Context Embedding Wei-Chih Hung Yi-Hsuan Tsai Xiaohui Shen Zhe Lin Kalyan Sunkavalli Xin Lu Ming-Hsuan Yang 125 55 0 17 Oct 2017
Multi-label Pixelwise Classification for Reconstruction of Large-scale Urban Areas Yuanlie He Sudhir Mudur Charalambos (Charis) Poullis 26 4 0 21 Sep 2017
Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism Qi Chu Wanli Ouyang Hongsheng Li Xiaogang Wang Bin Liu Nenghai Yu VOT 75 347 0 09 Aug 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 78 1 0 20 Jul 2017
Wide-Residual-Inception Networks for Real-time Object Detection Youngwan Lee Byeonghak Yim Huieun Kim Eunsoo Park X. Cui Taekang Woo Hakil Kim ObjD 77 32 0 04 Feb 2017
Range Loss for Deep Face Recognition with Long-tail Xiao Zhang Zhiyuan Fang Yandong Wen Zhifeng Li Yu Qiao CVBM 315 451 0 28 Nov 2016
Crafting GBD-Net for Object Detection Xingyu Zeng Wanli Ouyang Junjie Yan Hongsheng Li Tong Xiao ... Yucong Zhou Binh Yang Zhe Wang Hui Zhou Xiaogang Wang ObjD 84 138 0 08 Oct 2016
Object Detection from Video Tubelets with Convolutional Neural Networks Kai Kang Wanli Ouyang Hongsheng Li Xiaogang Wang ObjD 76 377 0 14 Apr 2016